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Achievement: Starstruckx3Achievement: Pull SharkAchievement: Arctic Code Vault Contributor

Achievements

Achievement: Starstruckx3Achievement: Pull SharkAchievement: Arctic Code Vault Contributor

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Confusezius/README.md

Hello there 👋

🌱 Currently:

🌱 Previously:

🤔 Most of my current work focuses on multimodal & contrastive representation learning as well as out-of-distribution generalization, with particular interests in zero- and few-shot learning.

📫 Reach me for collabs or just general questions here.

You can find me on Twitter or LinkedIn - for my research and latest updates, check out my Google Scholar and Homepage!

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  1. Deep-Metric-Learning-Baselines Deep-Metric-Learning-Baselines Public

    PyTorch Implementation for Deep Metric Learning Pipelines

    Python 576 91

  2. Revisiting_Deep_Metric_Learning_PyTorch Revisiting_Deep_Metric_Learning_PyTorch Public

    (ICML 2020) This repo contains code for our paper "Revisiting Training Strategies and Generalization Performance in Deep Metric Learning" (https://arxiv.org/abs/2002.08473) to facilitate consistent…

    Python 344 50

  3. ExplainableML/Vision_by_Language ExplainableML/Vision_by_Language Public

    [ICLR 2024] Official repository for "Vision-by-Language for Training-Free Compositional Image Retrieval"

    Python 88 7

  4. ExplainableML/WaffleCLIP ExplainableML/WaffleCLIP Public

    Official repository for the ICCV 2023 paper: "Waffling around for Performance: Visual Classification with Random Words and Broad Concepts"

    Python 61 6

  5. ExplainableML/fomo_in_flux ExplainableML/fomo_in_flux Public

    Code and benchmark for the paper: "A Practitioner's Guide to Continual Multimodal Pretraining" [NeurIPS'24]

    Python 62 5

  6. ExplainableML/LanguageGuidance_for_DML ExplainableML/LanguageGuidance_for_DML Public

    This repository contains the code for our CVPR 2022 paper on "Integrating Language Guidance into Vision-based Deep Metric Learning".

    Python 44 2